DocumentCode
466038
Title
Establishing more Suitable Distributed Plans for MultiNode-OLAP Systems
Author
Loureiro, Jorge ; Belo, Orlando
Author_Institution
Escola Superior de Tecnologia, Viseu
Volume
5
fYear
2006
fDate
8-11 Oct. 2006
Firstpage
3573
Lastpage
3578
Abstract
The materialization of multidimensional structures is a common way to speed up mostly aggregation queries. Its proper selection has triggered a huge variety of proposals. Any algorithm that aims to solve the cube selection problem needs a way to estimate query and maintenance costs, as minimizing costs is the objective function. This estimation is harder if a distribution of multidimensional structures is concerned, as algorithms as to deal with an additional dimension -space -translated as a set of spatially distributed storage and processing nodes, interconnected with a communication network. In this paper we present some algorithms especially designed to estimate query and maintenance cost at a MultiNode OLAP system in time units, using a distributed non-linear generalized cost model.
Keywords
data mining; distributed databases; query processing; MultiNode-OLAP systems; aggregation queries; communication network; cube selection problem; distributed nonlinear generalized cost model; distributed processing; multidimensional structures; objective function; spatially distributed storage; Algorithm design and analysis; Capacitive sensors; Character generation; Communication networks; Cost function; Cybernetics; Information analysis; Multidimensional systems; Proposals; Stress;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location
Taipei
Print_ISBN
1-4244-0099-6
Electronic_ISBN
1-4244-0100-3
Type
conf
DOI
10.1109/ICSMC.2006.384683
Filename
4274448
Link To Document